|
| 1 | +from typing import Annotated, Any, Optional |
| 2 | + |
| 3 | +from firecrawl import FirecrawlApp |
| 4 | + |
| 5 | +from arcade.sdk import tool |
| 6 | +from arcade_web.tools.models import Formats |
| 7 | +from arcade_web.tools.utils import get_secret |
| 8 | + |
| 9 | + |
| 10 | +# TODO: Support actions. This would enable clicking, scrolling, screenshotting, etc. |
| 11 | +# TODO: Support extract. |
| 12 | +# TODO: Support headers param? |
| 13 | +@tool |
| 14 | +async def scrape_url( |
| 15 | + url: Annotated[str, "URL to scrape"], |
| 16 | + formats: Annotated[ |
| 17 | + Optional[list[Formats]], "Formats to retrieve. Defaults to ['markdown']." |
| 18 | + ] = None, |
| 19 | + only_main_content: Annotated[ |
| 20 | + Optional[bool], |
| 21 | + "Only return the main content of the page excluding headers, navs, footers, etc.", |
| 22 | + ] = True, |
| 23 | + include_tags: Annotated[list[str] | None, "List of tags to include in the output"] = None, |
| 24 | + exclude_tags: Annotated[list[str] | None, "List of tags to exclude from the output"] = None, |
| 25 | + wait_for: Annotated[ |
| 26 | + Optional[int], |
| 27 | + "Specify a delay in milliseconds before fetching the content, allowing the page sufficient time to load.", |
| 28 | + ] = 10, |
| 29 | + timeout: Annotated[Optional[int], "Timeout in milliseconds for the request"] = 30000, |
| 30 | +) -> Annotated[dict[str, Any], "Scraped data in specified formats"]: |
| 31 | + """Scrape a URL using Firecrawl and return the data in specified formats.""" |
| 32 | + |
| 33 | + api_key = get_secret("FIRECRAWL_API_KEY") |
| 34 | + |
| 35 | + formats = formats or [Formats.MARKDOWN] |
| 36 | + |
| 37 | + app = FirecrawlApp(api_key=api_key) |
| 38 | + params = { |
| 39 | + "formats": formats, |
| 40 | + "onlyMainContent": only_main_content, |
| 41 | + "includeTags": include_tags or [], |
| 42 | + "excludeTags": exclude_tags or [], |
| 43 | + "waitFor": wait_for, |
| 44 | + "timeout": timeout, |
| 45 | + } |
| 46 | + response = app.scrape_url(url, params=params) |
| 47 | + |
| 48 | + return response |
| 49 | + |
| 50 | + |
| 51 | +# TODO: Support scrapeOptions. |
| 52 | +@tool |
| 53 | +async def crawl_website( |
| 54 | + url: Annotated[str, "URL to crawl"], |
| 55 | + exclude_paths: Annotated[list[str] | None, "URL patterns to exclude from the crawl"] = None, |
| 56 | + include_paths: Annotated[list[str] | None, "URL patterns to include in the crawl"] = None, |
| 57 | + max_depth: Annotated[int, "Maximum depth to crawl relative to the entered URL"] = 2, |
| 58 | + ignore_sitemap: Annotated[bool, "Ignore the website sitemap when crawling"] = True, |
| 59 | + limit: Annotated[int, "Limit the number of pages to crawl"] = 10, |
| 60 | + allow_backward_links: Annotated[ |
| 61 | + bool, |
| 62 | + "Enable navigation to previously linked pages and enable crawling sublinks that are not children of the 'url' input parameter.", |
| 63 | + ] = False, |
| 64 | + allow_external_links: Annotated[bool, "Allow following links to external websites"] = False, |
| 65 | + webhook: Annotated[ |
| 66 | + Optional[str], |
| 67 | + "The URL to send a POST request to when the crawl is started, updated and completed.", |
| 68 | + ] = None, |
| 69 | + async_crawl: Annotated[bool, "Run the crawl asynchronously"] = True, |
| 70 | +) -> Annotated[dict[str, Any], "Crawl status and data"]: |
| 71 | + """ |
| 72 | + Crawl a website using Firecrawl. If the crawl is asynchronous, then returns the crawl ID. |
| 73 | + If the crawl is synchronous, then returns the crawl data. |
| 74 | + """ |
| 75 | + |
| 76 | + api_key = get_secret("FIRECRAWL_API_KEY") |
| 77 | + |
| 78 | + app = FirecrawlApp(api_key=api_key) |
| 79 | + params = { |
| 80 | + "limit": limit, |
| 81 | + "excludePaths": exclude_paths or [], |
| 82 | + "includePaths": include_paths or [], |
| 83 | + "maxDepth": max_depth, |
| 84 | + "ignoreSitemap": ignore_sitemap, |
| 85 | + "allowBackwardLinks": allow_backward_links, |
| 86 | + "allowExternalLinks": allow_external_links, |
| 87 | + } |
| 88 | + if webhook: |
| 89 | + params["webhook"] = webhook |
| 90 | + |
| 91 | + if async_crawl: |
| 92 | + response = app.async_crawl_url(url, params=params) |
| 93 | + if ( |
| 94 | + "url" in response |
| 95 | + ): # Url isn't clickable, so removing it since only the ID is needed to check status |
| 96 | + del response["url"] |
| 97 | + else: |
| 98 | + response = app.crawl_url(url, params=params) |
| 99 | + |
| 100 | + return response |
| 101 | + |
| 102 | + |
| 103 | +@tool |
| 104 | +async def get_crawl_status( |
| 105 | + crawl_id: Annotated[str, "The ID of the crawl job"], |
| 106 | +) -> Annotated[dict[str, Any], "Crawl status information"]: |
| 107 | + """ |
| 108 | + Get the status of a Firecrawl 'crawl' that is either in progress or recently completed. |
| 109 | + """ |
| 110 | + |
| 111 | + api_key = get_secret("FIRECRAWL_API_KEY") |
| 112 | + |
| 113 | + app = FirecrawlApp(api_key=api_key) |
| 114 | + crawl_status = app.check_crawl_status(crawl_id) |
| 115 | + |
| 116 | + if "data" in crawl_status: |
| 117 | + del crawl_status["data"] |
| 118 | + |
| 119 | + return crawl_status |
| 120 | + |
| 121 | + |
| 122 | +# TODO: Support responses greater than 10 MB. If the response is greater than 10 MB, then the Firecrawl API response will have a next_url field. |
| 123 | +@tool |
| 124 | +async def get_crawl_data( |
| 125 | + crawl_id: Annotated[str, "The ID of the crawl job"], |
| 126 | +) -> Annotated[dict[str, Any], "Crawl data information"]: |
| 127 | + """ |
| 128 | + Get the data of a Firecrawl 'crawl' that is either in progress or recently completed. |
| 129 | + """ |
| 130 | + |
| 131 | + api_key = get_secret("FIRECRAWL_API_KEY") |
| 132 | + |
| 133 | + app = FirecrawlApp(api_key=api_key) |
| 134 | + crawl_data = app.check_crawl_status(crawl_id) |
| 135 | + |
| 136 | + return crawl_data |
| 137 | + |
| 138 | + |
| 139 | +@tool |
| 140 | +async def cancel_crawl( |
| 141 | + crawl_id: Annotated[str, "The ID of the asynchronous crawl job to cancel"], |
| 142 | +) -> Annotated[dict[str, Any], "Cancellation status information"]: |
| 143 | + """ |
| 144 | + Cancel an asynchronous crawl job that is in progress using the Firecrawl API. |
| 145 | + """ |
| 146 | + |
| 147 | + api_key = get_secret("FIRECRAWL_API_KEY") |
| 148 | + |
| 149 | + app = FirecrawlApp(api_key=api_key) |
| 150 | + cancellation_status = app.cancel_crawl(crawl_id) |
| 151 | + |
| 152 | + return cancellation_status |
| 153 | + |
| 154 | + |
| 155 | +@tool |
| 156 | +async def map_website( |
| 157 | + url: Annotated[str, "The base URL to start crawling from"], |
| 158 | + search: Annotated[Optional[str], "Search query to use for mapping"] = None, |
| 159 | + ignore_sitemap: Annotated[bool, "Ignore the website sitemap when crawling"] = True, |
| 160 | + include_subdomains: Annotated[bool, "Include subdomains of the website"] = False, |
| 161 | + limit: Annotated[int, "Maximum number of links to return"] = 5000, |
| 162 | +) -> Annotated[dict[str, Any], "Website map data"]: |
| 163 | + """ |
| 164 | + Map a website from a single URL to a map of the entire website. |
| 165 | + """ |
| 166 | + |
| 167 | + api_key = get_secret("FIRECRAWL_API_KEY") |
| 168 | + |
| 169 | + app = FirecrawlApp(api_key=api_key) |
| 170 | + params = { |
| 171 | + "ignoreSitemap": ignore_sitemap, |
| 172 | + "includeSubdomains": include_subdomains, |
| 173 | + "limit": limit, |
| 174 | + } |
| 175 | + if search: |
| 176 | + params["search"] = search |
| 177 | + |
| 178 | + map_result = app.map_url(url, params=params) |
| 179 | + |
| 180 | + return map_result |
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